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NASA Crater Detection Challenge

By Eric December 1, 2025

NASA’s Lucy spacecraft made headlines on October 16, 2022, as it successfully captured stunning images of the Moon’s surface during its first gravity assist flyby of Earth. This milestone is not only a testament to the spacecraft’s capabilities but also a crucial step in enhancing our understanding of lunar geography. Crater rims, which serve as essential landmarks for planetary science and navigation, present unique challenges for detection. Factors such as lighting variations, shadows, and the often fragmented appearance of crater edges make it difficult to accurately identify these features in images. As NASA aims to refine its next-generation terrain-based optical navigation systems, the agency is inviting innovators to contribute to a project focused on developing reliable methods for detecting and mapping these crater rims.

The project seeks to harness the power of visible-light cameras mounted on spacecraft to capture detailed orbital images of lunar terrain. By processing these images, NASA aims to not only detect crater rims but also match them to a pre-existing catalog of craters. This process is vital for estimating the spacecraft’s position relative to the lunar surface, thereby enhancing navigation accuracy during future missions. The challenge lies in the inherent variability of natural imagery, which can significantly affect the visibility and completeness of crater rims. With a total prize pool of $55,000, this initiative encourages participants to devise innovative solutions that can overcome these challenges.

The competition opens on November 25, 2025, and runs until January 19, 2026, providing ample time for participants to develop their methods and contribute to the advancement of space exploration technology. By engaging the public and leveraging collective ingenuity, NASA hopes to enhance its capabilities in lunar exploration, ultimately paving the way for more ambitious missions to the Moon and beyond. For more information on the project and how to participate, interested individuals can visit the official Topcoder page dedicated to the crater detection challenge.

NASA’s Lucy spacecraft captured images of the Moon’s surface on Oct 16, 2022, after flying by the Earth for its first of three gravity assists.

Crater rims are vital landmarks for planetary science and navigation. Yet detecting them in real imagery is tough, with shadows, lighting shifts, and broken edges obscuring their shape.

This project invites you to develop methods that can reliably fit ellipses to crater rims, helping advance future space exploration.

In the pursuit of next generation, terrain-based optical navigation, NASA is developing a system that will use a visible-light camera on a spacecraft to capture orbital images of lunar terrain and process the imagery to:

detect the crater rims in the images,

identify the craters from a catalog, and

estimate the camera/vehicle position based on the identified craters.

The focus of this project is the crater detection process.

Natural imagery varies significantly in lighting and will impact the completeness of crater rims in the images.

Award: $55,000 in total prizes

Open Date: November 25, 2025

Close Date: January 19, 2026

For more information, visit:
https://www.topcoder.com/nasa-crater-detection

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